Coordinated Energy Management of Networked Microgrids in Distribution Systems

This paper proposes a novel control strategy for coordinated operation of networked microgrids (MGs) in a distribution system. The distribution network operator (DNO) and each MG are considered as distinct entities with individual objectives to minimize the operation costs. It is assumed that both the dispatchable and nondispatchable distributed generators (DGs) exist in the networked MGs. In order to achieve the equilibrium among all entities and take into account the uncertainties of DG outputs, we formulate the problem as a stochastic bi-level problem with the DNO in the upper level and MGs in the lower level. Each level consists of two stages. The first stage is to determine base generation setpoints based on the load and nondispatchable DG output forecasts and the second stage is to adjust the generation outputs based on the realized scenarios. A scenario reduction method is applied to enhance a tradeoff between the accuracy of the solution and the computational burden. Case studies of a distribution system with multiple MGs of different types demonstrate the effectiveness of the proposed methodology. The centralized control, deterministic formulation, and stochastic formulation are also compared.

[1]  Werner Römisch,et al.  Scenario Reduction Algorithms in Stochastic Programming , 2003, Comput. Optim. Appl..

[2]  Jianhui Wang,et al.  Robust Optimization Based Optimal DG Placement in Microgrids , 2014, IEEE Transactions on Smart Grid.

[3]  H. Bevrani,et al.  Adaptive Energy Consumption Scheduling for Connected Microgrids Under Demand Uncertainty , 2013, IEEE Transactions on Power Delivery.

[4]  Shan Jin,et al.  Capacity Expansion in the Integrated Supply Network for an Electricity Market , 2011, IEEE Transactions on Power Systems.

[5]  J.A.P. Lopes,et al.  On the optimization of the daily operation of a wind-hydro power plant , 2004, IEEE Transactions on Power Systems.

[6]  A. Llombart,et al.  Statistical Analysis of Wind Power Forecast Error , 2008, IEEE Transactions on Power Systems.

[7]  Jiang Wu,et al.  Coordinated Multi-Microgrids Optimal Control Algorithm for Smart Distribution Management System , 2013, IEEE Transactions on Smart Grid.

[8]  Josep M. Guerrero,et al.  Aalborg Universitet Optimal Power Flow in Microgrids with Energy Storage , 2013 .

[9]  A. Conejo,et al.  Generation Investment Equilibria With Strategic Producers—Part I: Formulation , 2013, IEEE Transactions on Power Systems.

[10]  A. Kargarian,et al.  Multiobjective optimal power flow algorithm to enhance multi-microgrids performance incorporating IPFC , 2012, 2012 IEEE Power and Energy Society General Meeting.

[11]  A. Conejo,et al.  A Bilevel Approach to Transmission Expansion Planning Within a Market Environment , 2009, IEEE Transactions on Power Systems.

[12]  Suryanarayana Doolla,et al.  Demand Response in Smart Distribution System With Multiple Microgrids , 2012, IEEE Transactions on Smart Grid.

[13]  M. Shahidehpour,et al.  Strategic Generation Capacity Expansion Planning With Incomplete Information , 2009, IEEE Transactions on Power Systems.

[14]  Mohammad A. S. Masoum,et al.  Coordination of Generation Scheduling with PEVs Charging in Industrial Microgrids , 2013, IEEE Transactions on Power Systems.

[15]  A.L. Dimeas,et al.  Operation of a multiagent system for microgrid control , 2005, IEEE Transactions on Power Systems.

[16]  Hen-Geul Yeh,et al.  Adaptive VAR Control for Distribution Circuits With Photovoltaic Generators , 2012, IEEE Transactions on Power Systems.

[17]  T. Niknam,et al.  Scenario-Based Multiobjective Volt/Var Control in Distribution Networks Including Renewable Energy Sources , 2012, IEEE Transactions on Power Delivery.

[18]  Felix F. Wu,et al.  Network Reconfiguration in Distribution Systems for Loss Reduction and Load Balancing , 1989, IEEE Power Engineering Review.

[19]  Tao Li,et al.  Cost of Reliability Analysis Based on Stochastic Unit Commitment , 2008, IEEE Transactions on Power Systems.

[20]  Suryanarayana Doolla,et al.  Multiagent-Based Distributed-Energy-Resource Management for Intelligent Microgrids , 2013, IEEE Transactions on Industrial Electronics.

[21]  Y. Smeers,et al.  Bi-Level Game Approaches for Coordination of Generation and Transmission Expansion Planning Within a Market Environment , 2013, IEEE Transactions on Power Systems.

[22]  Jianhui Wang,et al.  Energy Management Systems in Microgrid Operations , 2012 .

[23]  H. Bevrani,et al.  Statistical Cooperative Power Dispatching in Interconnected Microgrids , 2013, IEEE Transactions on Sustainable Energy.

[24]  Wencong Su,et al.  Stochastic Energy Scheduling in Microgrids With Intermittent Renewable Energy Resources , 2014, IEEE Transactions on Smart Grid.

[25]  Nikos D. Hatziargyriou,et al.  Leader-Follower Strategies for Energy Management of Multi-Microgrids , 2013, IEEE Transactions on Smart Grid.

[26]  J.A.P. Lopes,et al.  Using Low Voltage MicroGrids for Service Restoration , 2007, IEEE Transactions on Power Systems.

[27]  M. Shahidehpour,et al.  Security-Constrained Unit Commitment With Volatile Wind Power Generation , 2008, IEEE Transactions on Power Systems.

[28]  Rabih A. Jabr,et al.  Adjustable Robust OPF With Renewable Energy Sources , 2013, IEEE Transactions on Power Systems.

[29]  E.F. El-Saadany,et al.  Optimal Renewable Resources Mix for Distribution System Energy Loss Minimization , 2010, IEEE Transactions on Power Systems.

[30]  A. Fabbri,et al.  Assessment of the cost associated with wind generation prediction errors in a liberalized electricity market , 2005, IEEE Transactions on Power Systems.

[31]  Sanjib Kumar Panda,et al.  Optimization of Distribution Network Incorporating Distributed Generators: An Integrated Approach , 2013, IEEE Transactions on Power Systems.

[32]  Rodrigo Palma-Behnke,et al.  A Microgrid Energy Management System Based on the Rolling Horizon Strategy , 2013, IEEE Transactions on Smart Grid.

[33]  M Castilla,et al.  Hierarchical Control of Intelligent Microgrids , 2010, IEEE Industrial Electronics Magazine.

[34]  Kai Zou,et al.  Distribution System Planning With Incorporating DG Reactive Capability and System Uncertainties , 2012, IEEE Transactions on Sustainable Energy.

[35]  M. Kleinberg,et al.  Microgrids for Fun and Profit: The Economics of Installation Investments and Operations , 2013, IEEE Power and Energy Magazine.

[36]  Alex Q. Huang,et al.  Model predictive control-based power dispatch for distribution system considering plug-in electric vehicle uncertainty , 2014 .

[37]  Hao Chen,et al.  Inverter-Less Hybrid Voltage/Var Control for Distribution Circuits With Photovoltaic Generators , 2014, IEEE Transactions on Smart Grid.

[38]  Nikos D. Hatziargyriou,et al.  Centralized Control for Optimizing Microgrids Operation , 2008 .